How carpet installers are reshaped as AGI capability advances.

Only about 15% of Carpet Installers is information work today — the rest is physical, and moves slowly. The exposure is concentrated in the back office: the books, the paperwork, the scheduling, the marketing.
Why: Although estimating and scheduling utilize Segment 43 IT tools (18 tools, prior=0.85), the core value-producing work is overwhelmingly manual. This is heavily grounded by top Work Activities like 'Performing General Physical Activities' (4.59) and 'Handling and Moving Objects' (4.47), alongside intense physical Work Contexts such as 'Spend Time Using Your Hands...' (4.73) and 'Spend Time Kneeling, Crouching, Stooping, or Crawling' (4.46). The digital scalar is low, reflecting that software only assists in orchestration while the installation remains strictly physical.
grounded in the economy graph · digital scalar 0.15 · physical
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
The work of Carpet Installers engages 41 activities — the executable steps that, decomposed, reveal what becomes Code, what stays Human.
+29 more via engagesIn
Carpet Installers involves 41 work activities — the generalized motions beneath the role, each scored against the AI-deliverability frontier.
+29 more via involvesActivity
Which of this work becomes digital labor — performed under typed authority, promoted to autonomy on track record.
Carpet Installers performs 16 tasks on the graph — the atomic work units that become the job description for a digital employee, promoted to autonomy on track record.
+4 more via performs
Carpet Installers is typically employed by 8 company types — the demand side that decides which of this role's tasks get handed to agents, and on what authority.
Carpet Installers is employed across 29 settings — the places where this role's work is done, and where digital employees first sit beside the humans.
+17 more via employs
The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.
Carpet Installers uses 70 tools today. As each gains an agent-consumable surface (API / MCP / SDK), the human UI stops being the only way in — and the work routes straight to an agent.
+58 more via usesTool
Carpet Installers relies on 19 products. The headless dimension of each — whether an agent can call it without a screen — is what decides how much of this work goes hands-free.
+7 more via uses
The software Carpet Installers reaches for already exposes 12 agent-callable actions (via uses → exposedBy) — typed surfaces an agent invokes directly, no human screen in the loop. The work routes to the API, not the UI.
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
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